Presentation 2008-03-07
Evaluation of Trading Algorithms by an Artificial Market
Kiyoshi IZUMI, Fujio TORIUMI, Hiroki MATSUI,
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Abstract(in English) In this paper, we proposed an evaluation system of automated trading programs using artificial market simulation. First, our system tested the market impact of automated trading programs. The results revealed that a market impact of an automated trading program may depend not only on a content of its rule but also on a way of combination with other programs. Next, we evaluated risk and returns of the programs under various market environment. The evaluation by an artificial market was able to give richer information than the conventional evaluation by a back test.
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Keyword(in English) Artificial market / Automated trading program / Market mechanism / Multi-agent simulation
Paper # AI2007-61
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Committee AI
Conference Date 2008/2/27(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Evaluation of Trading Algorithms by an Artificial Market
Sub Title (in English)
Keyword(1) Artificial market
Keyword(2) Automated trading program
Keyword(3) Market mechanism
Keyword(4) Multi-agent simulation
1st Author's Name Kiyoshi IZUMI
1st Author's Affiliation DHRC, AIST()
2nd Author's Name Fujio TORIUMI
2nd Author's Affiliation Grad. School of Information Science, Nagoya University
3rd Author's Name Hiroki MATSUI
3rd Author's Affiliation CMD Laboratory Inc.
Date 2008-03-07
Paper # AI2007-61
Volume (vol) vol.107
Number (no) 523
Page pp.pp.-
#Pages 5
Date of Issue